diff --git a/.gitea/workflows/cd.yaml b/.gitea/workflows/cd.yaml
index 91b4cf831..7b673f8c7 100644
--- a/.gitea/workflows/cd.yaml
+++ b/.gitea/workflows/cd.yaml
@@ -25,13 +25,7 @@ jobs:
     steps:
       - uses: actions/checkout@v4
 
-      - name: Set up Docker Buildx
-        uses: docker/setup-buildx-action@v3
-        with:
-          config-inline: |
-            [registry."192.168.0.110:5000"]
-              http = true
-              insecure = true
+
 
       - name: Login to Harbor
         uses: docker/login-action@v3
@@ -42,35 +36,28 @@ jobs:
 
       # ── API 鏡像建置（含 Layer Cache 加速）──────────────────────────────
       - name: Build and Push API
-        uses: docker/build-push-action@v5
-        with:
-          context: .
-          file: ./apps/api/Dockerfile
-          push: true
-          tags: |
-            ${{ env.HARBOR }}/awoooi/api:${{ github.sha }}
-            ${{ env.HARBOR }}/awoooi/api:latest
-          # Cache: 從 Harbor 先拉取上一次的 layer，命中就不重新建置
-          cache-from: type=registry,ref=${{ env.HARBOR }}/awoooi/api:buildcache
-          cache-to:   type=registry,ref=${{ env.HARBOR }}/awoooi/api:buildcache,mode=max
-          build-args: |
-            BUILDKIT_INLINE_CACHE=1
+        run: |
+          docker build -f apps/api/Dockerfile \
+            --build-arg BUILDKIT_INLINE_CACHE=1 \
+            --cache-from ${{ env.HARBOR }}/awoooi/api:latest \
+            -t ${{ env.HARBOR }}/awoooi/api:${{ github.sha }} \
+            -t ${{ env.HARBOR }}/awoooi/api:latest \
+            .
+          docker push ${{ env.HARBOR }}/awoooi/api:${{ github.sha }}
+          docker push ${{ env.HARBOR }}/awoooi/api:latest
 
       # ── Web 鏡像建置（含 Layer Cache 加速）──────────────────────────────
       - name: Build and Push Web
-        uses: docker/build-push-action@v5
-        with:
-          context: .
-          file: ./apps/web/Dockerfile
-          push: true
-          tags: |
-            ${{ env.HARBOR }}/awoooi/web:${{ github.sha }}
-            ${{ env.HARBOR }}/awoooi/web:latest
-          cache-from: type=registry,ref=${{ env.HARBOR }}/awoooi/web:buildcache
-          cache-to:   type=registry,ref=${{ env.HARBOR }}/awoooi/web:buildcache,mode=max
-          build-args: |
-            NEXT_PUBLIC_API_URL=http://192.168.0.125:32334
-            BUILDKIT_INLINE_CACHE=1
+        run: |
+          docker build -f apps/web/Dockerfile \
+            --build-arg NEXT_PUBLIC_API_URL=http://192.168.0.125:32334 \
+            --build-arg BUILDKIT_INLINE_CACHE=1 \
+            --cache-from ${{ env.HARBOR }}/awoooi/web:latest \
+            -t ${{ env.HARBOR }}/awoooi/web:${{ github.sha }} \
+            -t ${{ env.HARBOR }}/awoooi/web:latest \
+            .
+          docker push ${{ env.HARBOR }}/awoooi/web:${{ github.sha }}
+          docker push ${{ env.HARBOR }}/awoooi/web:latest
 
       # ── K8s 部署 ─────────────────────────────────────────────────────────
       - name: Deploy to K8s